Caveat
Know if the reviews are real and the price is good
Details
- External ID
- 1256366
- Source
- PH
- Company
- —
- Product
- Caveat
- Website domain
- producthunt.com
- Launched
- Sept. 21, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- Browser Extensions, Chrome Extensions, Amazon
- Fetched at
- Sept. 21, 2026, 5:01 p.m.
- Updated at
- Sept. 21, 2026, 5:01 p.m.
Description
Free trust score and price check for Amazon and Etsy. The Fakespot successor: no account, no ads, read-only, and any affiliate link is clearly labelled.
Enrichment
- Theme
- consumer mobile utilities and tools
- Vertical
- Retail & commerce
- Function
- Analytics & BI
- Audience
- B2C
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- review verification and deal checking tool for online shoppers
- Manually corrected
- False
Could you build this?
No Analyzing fake reviews and pricing across Amazon and Etsy requires large-scale continuous web scraping against aggressive anti-bot defenses, historical price databases, and complex fraud-detection NLP models.
What it would actually take: The system requires distributed proxy networks (BrightData/ScraperAPI) and headless browser clusters that bypass Amazon's CAPTCHAs, storing massive product and seller histories in ClickHouse or BigQuery. The hard part is training sophisticated review authenticity models (detecting coordinated review rings, sentiment anomalies, linguistic patterns) and sustaining resilient scrapers against constant layout changes and bot countermeasures. It requires specialized data engineering, anti-detection infrastructure, and ML expertise.
Competitors
Other products that read as similar to this one — 211 launches clear the similarity bar, closest 8 shown.
Attention rank: #18 of 212 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 307 days after the earliest competitor.
- SureVett · ph · 2026-09-15 · 2 upvotes · similarity 0.67
- HasTrust · ph · 2026-09-08 · 2 upvotes · similarity 0.57
- Sellcheck · ph · 2026-09-23 · 2 upvotes · similarity 0.50
- Worthorpass Checkout Checker · ph · 2026-09-29 · 1 upvotes · similarity 0.48
- Canopio · ph · 2026-09-29 · 1 upvotes · similarity 0.48
- Etsy Profit Calculator · ph · 2026-09-24 · 1 upvotes · similarity 0.48
- Dupely · ph · 2026-07-07 · 271 upvotes · similarity 0.46
- Fake or Real · ph · 2026-09-24 · 1 upvotes · similarity 0.46
Other launches for this product
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.